Sparser, Better, Deeper, Stronger: Improving Sparse Training with Exact Orthogonal Initializationby Aleksandra Irena Nowak, Łukasz…
Fearless Stochasticity in Expectation Propagationby Jonathan So, Richard E. TurnerFirst submitted to arxiv on: 3…
An Equivalence Between Static and Dynamic Regret Minimizationby Andrew Jacobsen, Francesco OrabonaFirst submitted to arxiv…
Using Constraints to Discover Sparse and Alternative Subgroup Descriptionsby Jakob BachFirst submitted to arxiv on:…
The Importance of Online Data: Understanding Preference Fine-tuning via Coverageby Yuda Song, Gokul Swamy, Aarti…
Inverse design of photonic surfaces on Inconel via multi-fidelity machine learning ensemble framework and high…
MixMax: Distributional Robustness in Function Space via Optimal Data Mixturesby Anvith Thudi, Chris J. MaddisonFirst…
Deep reinforcement learning for weakly coupled MDP’s with continuous actionsby Francisco Robledo, Urtzi Ayesta, Konstantin…
Automatic Input Feature Relevance via Spectral Neural Networksby Lorenzo Chicchi, Lorenzo Buffoni, Diego Febbe, Lorenzo…
Demystifying SGD with Doubly Stochastic Gradientsby Kyurae Kim, Joohwan Ko, Yi-An Ma, Jacob R. GardnerFirst…